#! /bin/bash

Learners="cocomost LC committee oversample_3_50"
DataSets="coc81_all nasa93_all coc81_kind_min coc81_lang_ftn coc81_mode_e coc81_kind_max coc81_mode_org coc81_lang_mol nasa93_project_gro nasa93_cat2_missionplanning nasa93_cat2_avionicsmonitoring nasa93_mode_semidetached nasa93_project_sts nasa93_forg_g nasa93_center_5 nasa93_year_1975 nasa93_year_1980 nasa93_mode_embedded nasa93_center_2"
#DataSets="coc81_all nasa93_all"

cp nfoldCocomostExperimentSep28.csv /tmp/mydata.csv
cat committee_Oct11.csv >> /tmp/mydata.csv
cat committee_boost_Oct16.out >> /tmp/mydata.csv


#Make the temporary files
for learner in $Learners
do
  for data in $DataSets
  do
    #grep $learner nfoldCocomostExperimentSep28.csv | grep $data | gawk -F, '{print $NF}' | sort -n | gawk '{print NR,$1}' > "/tmp/mre_"$learner"_"$data".tmp"
    grep $learner /tmp/mydata.csv | grep $data | gawk -F, '{print $NF}' | sort -n | gawk '{print NR,$1}' > "/tmp/mre_"$learner"_"$data".tmp"
  done
done

# This part assumes Learners="cocomost LC"

#data=nasa93_center_2
for data in $DataSets
do

#OutFile="mre_"$data".pdf"
#OutFile="static_mre_"$data".pdf"
OutFile="static_mre_"$data".png"
Input1="/tmp/mre_cocomost_"$data".tmp"
Input2="/tmp/mre_LC_"$data".tmp"
Input3="/tmp/mre_committee_"$data".tmp"
Input4="/tmp/mre_oversample_3_50_"$data".tmp"

gnuplot<<EOF
set key top left
set ylabel "mre"
set ytics (0,20,40,60,80,100)
set yrange [0:100]
set xlabel "records sorted by mre"
set noxtics 
set output "$OutFile"
#set terminal pdf fsize 15
set terminal png
set style line 1 lt 1 lw 1
set style line 2 lt 2 lw 1
set style line 3 lt 3 lw 1
set style line 4 lt 4 lw 1

plot "$Input1" using 1:2 title "cocomost" with linesp ls 1, "$Input2" using 1:2 title "LC" with linesp ls 2, "$Input3" using 1:2 title "committee" with linesp ls 3, "$Input4" using 1:2 title "oversample" with linesp ls 4
EOF

done